# Methods of quality Improvement: The data set shows 72 samples (for 72 hours) of size n=7 collected to test the production process of a filling machine for soft drink bottling. The target filling is 20 fluid ounces.

Part 1

1. Construct an xbarchart. Need to use graph paper.
2. Calculate and plot the centerline and upper and lower control limits for the charts.
3. Calculate and plot the A, B and C zone boundaries of the x-bar chart.
4. Plot the 24 sample means on the x-barchart.
5. Based on x-bar findings, is the process under statistical control? Explain and justify your answer.

Part 2

1. Construct an R-chart. Need to use graph paper.
2. Calculate and plot the centerline and upper and lower control limits for the charts.
3. Calculate and plot the A, B and C zone boundaries of the R-chart.
4. Plot the sample ranges on the R-chart.
5. Analyze the pattern of the R-chart.
6. Based on R-chart findings, is the process under statistical control? Explain and justify your answer.

Part 3

1. Theoretically, what is the difference between x-bar chart and R-chart? Explain briefly.
2. How are they used? That is, what is their purpose? Explain briefly.

Part 4

1. Compare the findings from your x-bar chart and R-chart.
2. Explain why rational sub-groupings are used in constructing control charts?
3. What are the major findings from the study? Explain briefly.
4. What are your conclusions from the study? Explain briefly.

Report:

Submit your findings and analysis in a report format.